Key Takeaways

  • 75% of U.S. employers use automated applicant tracking systems to screen resumes before a human reviews them (Harvard Business School & Accenture, 2021)
  • The most common ATS failures are missing keywords, incompatible formatting, and incorrect file types
  • ResumeGeni scores your resume across 8 parsing layers — modeled on the same steps enterprise ATS platforms like Workday, Greenhouse, and Taleo use to evaluate candidates

How ATS Resume Scoring Works

Applicant tracking systems parse your resume into structured data — extracting your name, contact info, work history, skills, and education — then score how well that data matches the job requirements. Many ATS rejections happen because the parser couldn't extract critical fields, not because the candidate wasn't qualified.

LayerWhat It ChecksWhy It Matters
Document extractionFile format, encoding, readabilityCorrupted or image-only PDFs fail immediately
Layout analysisTables, columns, headers, footersMulti-column layouts break field extraction
Section detectionExperience, education, skills headingsNon-standard headings cause sections to be missed
Field mappingName, email, phone, dates, titlesMissing contact info is a common cause of immediate rejection
Keyword matchingJob-specific terms, skills, certificationsKeyword overlap affects recruiter search visibility and ATS scoring
Chronology checkDate ordering, gap detectionReverse-chronological order is expected by most ATS
QuantificationMetrics, numbers, measurable outcomesQuantified achievements help human reviewers and some scoring models
Confidence scoringOverall parse quality and completenessLow-confidence parses get deprioritized in results

Frequently Asked Questions

Is ResumeGeni free?
Yes. ResumeGeni is currently in beta — ATS analysis, scoring, and initial improvement suggestions are free with no signup required. Full guidance and saved reports may require a free account.
What file formats are supported?
PDF, DOCX, DOC, TXT, RTF, ODT, and Apple Pages. PDF and DOCX are recommended for best ATS compatibility.
How is the ATS score calculated?
Your resume is processed through an 8-layer parsing pipeline that extracts structured data the same way enterprise ATS platforms do. The score reflects how completely and accurately your resume can be parsed, plus how well your content matches common ATS ranking criteria.
Can ATS read PDF resumes?
Yes, but not all PDFs are equal. Text-based PDFs parse well. Image-only PDFs (scanned documents) and PDFs with complex tables or multi-column layouts often fail ATS parsing. Our analyzer will flag these issues.
How do I improve my ATS score?
Focus on three areas: use a clean single-column format, include keywords from the job description naturally in your experience bullets, and ensure all sections (contact, experience, education, skills) use standard headings.

ATS Guides & Resources

Built by engineers with 12 years of experience building enterprise hiring technology at ZipRecruiter. Last updated .

Dynamic Duo

Conductorai · New York City

Introduction

We value candidates who have significant experience with managing complexity, working independently, and are motivated by hard problems.

What We Offer

  • The ability to have real impact on mission-critical workflows

  • The chance to use state-of-the-art tech to solve novel problems with mission partners

  • The opportunity to define your role through time as we grow

  • Competitive salary and equity upside with annual merit refreshes based on impact

Dynamic Duo

Peanut Butter and Jelly, Serena and Venus, Batman and Robin, Pam and Jim, Ja Rule and Ashanti, Buffet and Munger, Lennon and McCartney...

You love working together, why start on your next adventure together?

This role is for a combined submission of any two roles we have open, such as an Engineer plus Customer Strategist who've built incredible things for customers together, an Operations Strategist plus a rock-star Recruiter who can scale a business faster than either one independently, or even two Engineers who, when paired together, make amazing things.

We'll interview you at the same pace, including some interviews together, and give you each an offer at the same time. You're also welcome to apply to the roles independently.

What We're Looking For

  • Expertise building and scaling software capabilities for end-customers together

  • Fast iteration cycles, high-impact, and strong communication skills

  • Ability to work as a team and also independently with other customer-facing roles

  • Individuals who are independently in the top 10% of their function and, when your powers are combined, in the top 1% of impact at your current company

  • Clearance strongly preferred for customer-facing roles (Customer Strategist and Full Stack Engineer)

Steps to Apply

  1. Read the descriptions of the other roles to ensure you qualify and as part of the interview process, we'll interview you both separately and together.

  2. Use AI to combine your resumes and be sure to include 1) specific outcomes you've accomplished together, 2) your individual strengths and weaknesses and how that makes you a dynamic pair

  3. Apply via the form on the role!